Voyado Elevate

Recommendations lists

Recommendation Lists are used to add product recommendations to your pages in Elevate. They display dynamic, algorithm-driven product suggestions that complement your main product listing and help guide shoppers through their journey.

What is a Recommendation list?

A Recommendation list is a product list powered by a recommendation type (for example, Top products or Alternatives).

Unlike the Primary list, which defines the main product selection on a page, Recommendation lists are used to introduce additional, context-aware suggestions.

You can add one or more Recommendation lists to a page to support:

  • Product discovery
  • Cross-selling and upselling
  • Personalized experiences

How Recommendation lists work

Recommendation lists are automatically generated and continuously updated.

They use Elevate’s algorithms to:

  • Analyze shopper behavior (clicks, purchases, browsing)
  • Understand product relationships
  • Identify trends and high-performing products

Based on this, Elevate selects and ranks products in real time.

You don’t manually control which products appear and how products are ranked - Elevate handles that automatically to ensure that recommendations stay relevant and up to date without manual work

Where can you use Recommendation lists?

You can add Recommendation lists to different types of pages, depending on your goal:

  • Category and landing pages - to inspire browsing and introduce additional products
  • Product detail pages (PDP) - to suggest alternatives or complementary items
  • Cart and checkout pages - to increase basket size and conversion

Recommendation lists can be used alongside a Primary list or as standalone elements.

How to control how recommendation lists are used on your site

Recommendation Lists are configured in the Elevate application, but how they appear on your site depends on where they are used in the customer journey.

There are three main contexts:

Recommendations on landing pages

On landing pages, recommendation lists are typically configured directly in the Experience app. These configurations are then used automatically when the page is loaded.

  • You define which recommendation lists should be shown
  • You define which recommendation type should be used (done directly in the Recommendation List settings)
  • You define the position of the list (e.g. below the main product list, on a PDP, or in a specific section) 

You can influence how recommendations supports your business goal by choosing the right combination of placement and recommendation type.

For example:

Use Top products on a landing page to drive conversion
Use Alternatives on a PDP to support comparison
Use Add-to-cart recommendations to increase basket size

Recommendations on Product pages (PDPs)

On product pages, recommendations are used to show things like:

  • Alternatives
  • “Style with”
  • Upsell suggestions

These recommendations are based on the product being viewed. 

Which recommendations are used on Product pages is determined by which recommendation algorithms your integrators have set up. If you want to change how recommendations work on Product pages, discuss with your integrator. More information for developers here.

Add-to-cart and cart interactions

When a customer adds a product to the cart, recommendations can be used to:

  • Suggest complementary products
  • Increase basket size

These recommendations are triggered by the add-to-cart action and displayed in the cart or popup experience. 

Which recommendations are used in cart interactions is determined by which recommendation algorithms your integrators have set up. If you want to change how recommendations work here, discuss with your integrator. More information for developers here.

Primary lists vs Recommendation lists

It’s important to understand the difference and how to use the different lists. In short: Primary list is your core assortment, while Recommendation lists provide additional suggestions.

The Primary list

  • Defines which products appear on a page
  • Based on product selection and filters
  • Can be manually controlled

The Recommendation list

  • Suggests additional products
  • Powered by recommendation types (algorithms)
  • Automatically updated based on behavior and data

Read more about working with Primary lists on pages here

Best practice

Use Recommendation lists to complement your main product listing, not to replace it.

  • Combine them with a strong Primary list
  • Choose recommendation types based on page context
  • Let Elevate handle optimization and avoid over-controlling

Read more

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